DEEP LEARNING SIDE CHANNEL ATTACKS

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DATASETS PREPROCESSING PROCESS:

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AISY FRAMEWORK INSTALLATION:

1. You must clone the repository from: https://github.com/AISyLab/AISY_Framework

   git clone https://github.com/AISyLab/AISY_Framework.git
   

2. Create a Python environment using conda (Python version is very important):

   conda create --name DLSCAenv python=3.8
   

3. Activate de environment:

   conda activate DLSCAenv
   

4. Then, enter to AISY_Framework:

   cd AISY_Framework
   

5. Important Step Install the requirements of this project (NOT the AISY-framework requirements) delete the AISY-framework requirements and paste this requirements.txt -> code/requirements.txt. These are the main differences, but with the old requirements, the installation doesn't work because some libs are deprecated:

6. Go to the same directory where is the requirements.txt file and install it with this command:

   pip install -r requirements.txt
   

7. Additionally, these three lines must be added to app.py file in AISY_Framework:

   databases_root_folder = os.getenv("DATABASES_ROOT_FOLDER")
   datasets_root_folder = os.getenv("DATASETS_ROOT_FOLDER")
   resources_root_folder = os.getenv("RESOURCES_ROOT_FOLDER")
   

8. To test it you can enter to AISY_Framework folder and run:

   flask run